Wspólnotowy Serwis Informacyjny Badan i Rozwoju - CORDIS

FP7 iSense project logo

iSense

Project ID: 270428
Źródło dofinansowania

Making Sense of Nonsense

Od 2011-01-01 do 2013-12-31, projekt zakończony | iSense Witryna

Dane projektu

Całkowity koszt:

EUR 3 998 120

Wkład UE:

EUR 2 790 000

Kraj koordynujący:

Cyprus

Zaproszenie do składania wniosków:

FP7-ICT-2009-6See other projects for this call

System finansowania:

CP - Collaborative project (generic)

Description

The emergence of networked embedded systems and sensor/actuator networks has made possible the collection of large amount of real-time data about a monitored environment. In many cases the collected data may be incomplete, or it may not make sense, thus compromising the sensor-environment interaction and possibly affecting the ability to manage and control key variables of the environment. The main objective of <a href="http://www.i-sense.org" target="_blank">iSense</a> is to develop intelligent data processing methods for analyzing and interpreting the data such that faults are detected (and where possible anticipated), isolated and identified as soon as possible, and accommodated for in future decisions or actuator actions. This project will focus on cognitive system approaches that can learn characteristics of the monitored environment and can adapt their behavior and predict missing or inconsistent data to achieve fault tolerant monitoring and control.

Cel

The emergence of networked embedded systems and sensor/actuator networks has made possible the collection of large amount of real-time data about a monitored environment. Depending on the application, such data may have different characteristics: multidimensional, multi-scale, spatially distributed, time series. Moreover, the data values may be influenced by controlled variables, as well as by external environmental factors. However, in many cases the collected data may be incomplete, or it may not make sense for various reasons, thus compromising the sensor-environment interaction and possibly affecting the ability to manage and control key variables of the environment. Such problems are generally the result of some fault in the sensor/actuator system itself or an abnormality in the monitored environment, which may be either permanent or temporary, developing abruptly or incipiently. These problems become more pronounced as sensing/actuation systems get older. The main objective of this project is to develop intelligent methods for analyzing and interpreting the data such that faults are detected, isolated and identified as soon as possible, and accommodated for in future decisions or actuator actions. The problem becomes more challenging when these sensing/actuation systems are used in a wide range of environments which are not known a priori and, as a result, it is unrealistic to assume the existence of an accurate model for the behavior of various components in the monitored environment. Therefore, this project will focus on cognitive system approaches that can learn characteristics or system dynamics of the monitored environment and can adapt their behavior and predict missing or inconsistent data to achieve fault tolerant monitoring and control.

Koordynator

UNIVERSITY OF CYPRUS
Cyprus

Wkład UE: EUR 827 331


KALLIPOLEOS STREET 75
1678 NICOSIA
Cyprus
Activity type: Higher or Secondary Education Establishments
Kontakt administracyjny: Marios Polycarpou
Tel.: +357 22892252
Faks: +357 22892260
Adres e-mail

Uczestnicy

UNIVERSITAT POLITECNICA DE CATALUNYA
Spain

Wkład UE: EUR 452 705


Jordi Girona 31
08034 BARCELONA
Spain
Activity type: Higher or Secondary Education Establishments
Kontakt administracyjny: Cristina Costa
Tel.: +34 93 401 71 26
Faks: +34 93 401 71 30
Adres e-mail
POLITECNICO DI MILANO
Italy

Wkład UE: EUR 556 116


PIAZZA LEONARDO DA VINCI 32
20133 MILANO
Italy
Activity type: Higher or Secondary Education Establishments
Kontakt administracyjny: Fabio Conti
Tel.: +39 02 23993431
Faks: +39 02 23993437
Adres e-mail
STMICROELECTRONICS SRL
Italy

Wkład UE: EUR 500 322


VIA C.OLIVETTI 2
20864 AGRATE BRIANZA
Italy
Activity type: Private for-profit entities (excluding Higher or Secondary Education Establishments)
Kontakt administracyjny: Maria Grazia Podestà
Tel.: +39 0396037255
Faks: +39 0396035910
Adres e-mail
THE UNIVERSITY OF BIRMINGHAM
United Kingdom

Wkład UE: EUR 453 526


Edgbaston
B15 2TT BIRMINGHAM
United Kingdom
Activity type: Higher or Secondary Education Establishments
Kontakt administracyjny: Robert Fekete
Tel.: +44 121 4158202
Faks: +441214146056
Adres e-mail
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